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noumena's avatar

The PPF observation about equal slopes seems right, I think the authors were being sloppy when saying “always”? The main thing is just noting the unintuitive result that countries which have an absolute advantage in production capacity still have reasons to trade.

The thing you’re trying to remember for reducing dimensionality might be principal component analysis? https://en.wikipedia.org/wiki/Principal_component_analysis

Some notes on dimensionality reduction from a economics forecasting class, looks like this involves some linear algebra: https://donskerclass.github.io/Forecasting/FactorModels.html

Alternatively, if you’re trying to remember the sort of algorithms used to solve high-dimensionality optimization problems, here’s some lecture notes providing an overview of mathematical optimization in economics, covering Cauchy optimization, linear programming, gradient descent, and stochastic approximation: http://www.econ.uiuc.edu/~roger/courses/508/lectures/L15.pdf

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